# Semarchy Data Platform: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 2 judge labels across 1 categories by 2 of 14 models. Page: https://it-ai-index.com/vendors/semarchy-data-platform/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Master data management | 2% | 9 | 0% | 2 |

## What the models said for it

- "the best default choice is usually Semarchy Data Platform" (GPT-5.4 mini, Master data)
- "Flexible deployment or Snowflake-centric architecture: consider Semarchy" (GPT-6 Luna, Master data)

## In its own words

What Semarchy Data Platform's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Build, manage and deliver intelligent data products for teams, agents and apps (https://semarchy.com/)
- For: teams, agents and apps (https://semarchy.com/)
- Free plan or trial: Free Trial (https://semarchy.com/)
- Hosting: SaaS, self-hosted on cloud (AWS, Azure, Snowflake), on-premises, natively inside Snowflake or Microsoft Fabric
- Customers named: Rexel USA, Chipotle, Aais, National Student Clearinghouse, Sanofi, Elsevier, Brown-Forman, Dentsu

## What it publishes

Every page semarchy.com exposes, read 2026-09-29: 1546 addresses. By kind, pages and the last 90 days:

- blog: 397 pages, 3 in the last 90 days, latest 2026-09-21
- case study: 54 pages, 0 in the last 90 days, latest 2025-12-18
- webinar or virtual event: 17 pages, 0 in the last 90 days, latest 2025-12-02
- conference or event: 19 pages, 0 in the last 90 days, latest 2025-01-31
- report or ebook: 112 pages, 0 in the last 90 days, latest 2026-01-29
- comparison: 15 pages, 0 in the last 90 days, latest 2025-12-17
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 17 pages, 0 in the last 90 days, latest 2026-06-10
- podcast or video: 70 pages, 0 in the last 90 days, latest undated
- news or press: 191 pages, 0 in the last 90 days, latest 2025-03-12
- Recent: 2026-09-21 blog: How native mdm addresses snowflake challenges https://semarchy.com/blog/how-native-mdm-addresses-snowflake-challenges
- Recent: 2026-09-16 blog: An introduction to data products https://semarchy.com/blog/an-introduction-to-data-products
- Recent: 2026-09-16 blog: How to design trusted scalable data products https://semarchy.com/blog/how-to-design-trusted-scalable-data-products
- Recent: 2026-06-30 blog: Trusted retail data products in snowflake https://semarchy.com/blog/trusted-retail-data-products-in-snowflake
- Recent: 2026-06-30 blog: Manufacturing leaders turning snowflake data into trusted data products https://semarchy.com/blog/manufacturing-leaders-turning-snowflake-data-into-trusted-data-products
- Recent: 2026-06-10 glossary or explainer: What is a semantic data model https://semarchy.com/blog/what-is-a-semantic-data-model

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.